MARCO SCIANDRONE

Full professor


email: marco.sciandrone@uniroma1.it
phone: +39 0677274077
building: Via Ariosto 25
room: A113

Marco Sciandrone is a full professor of Operations Research at Sapienza University of Rome.
He received the M.Sc. degree in electrical engineering and the Ph.D. degree in systems engineering from the Sapienza University of Rome, in 1991 and 1997, respectively.
From 1998 to 2006 he was researcher at the Institute of Systems Analysis and Computer Science (National Research Council) of Rome.
From 2006 to 2017 and from 2018 to 2021 he has been, respectively, associate professor and full professor at University of Florence.
His research interests include operations research, nonlinear optimization, and machine learning.
He has authored or co-authored over 60 papers in international journals
He is associate editor of the journals Optimization Methods and Software, and 4OR.
He is one of the four founders of DEIX srl a Sapienza start up.

Research products

11573/1685119 - 2023 - Introduction to Methods for Nonlinear Optimization
Grippo, L.; Sciandrone, M. - 03a Saggio, Trattato Scientifico

11573/1697876 - 2023 - A Unifying Framework for Sparsity-Constrained Optimization
Lapucci, M.; Levato, T.; Rinaldi, F.; Sciandrone, M. - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Plenum Press:Book Customer Service, 233 Spring Street:New York, NY 10013:(212)620-8471, (212)620-8000, EMAIL: info@plenum.com, INTERNET: http://www.plenum.com, Fax: (212)807-1047) pp. 663-692 - issn: 0022-3239 - wos: WOS:001075594200002 (0) - scopus: 2-s2.0-85173056254 (1)

11573/1706302 - 2022 - Can machine learning models support physicians in systemic lupus erythematosus diagnosis. results from a monocentric cohort
Ceccarelli, Fulvia; Lapucci, Matteo; Olivieri, Giulio; Sortino, Alessio; Natalucci, Francesco; Spinelli, Francesca Romana; Alessandri, Cristiano; Sciandrone, Marco; Conti, Fabrizio - 01f Lettera, Nota
paper: JOINT BONE SPINE (Paris : Elsevier 2001-) pp. - - issn: 1778-7254 - wos: WOS:000718034300002 (3) - scopus: 2-s2.0-85118252674 (6)

11573/1625409 - 2021 - A study on sequential minimal optimization methods for standard quadratic problems
Bisori, R.; Lapucci, M.; Sciandrone, M. - 01a Articolo in rivista
paper: 4OR (Berlin; Heidelberg: Springer.) pp. - - issn: 1619-4500 - wos: WOS:000717393600001 (1) - scopus: 2-s2.0-85118829340 (2)

11573/1558729 - 2021 - Comprehensive disease control in systemic lupus erythematosus
Ceccarelli, F.; Olivieri, G.; Sortino, A.; Dominici, L.; Arefayne, F.; Celia, A. I.; Cipriano, E.; Garufi, C.; Lapucci, M.; Mancuso, S.; Natalucci, F.; Orefice, V.; Perricone, C.; Pirone, C.; Pacucci, V. A.; Spinelli, F. R.; Truglia, S.; Alessandri, C.; Sciandrone, M.; Conti, F. - 01a Articolo in rivista
paper: SEMINARS IN ARTHRITIS AND RHEUMATISM (W B Saunders Company:Fulfillment Department, The Curtis Center, Independence Square West:Philadelphia, PA 19106:(800)654-2452, (215)238-7800, EMAIL: wbspcs@harcourt.com, INTERNET: http://elsevierhealth.com, Fax: (215)238-6445) pp. 404-408 - issn: 0049-0172 - wos: WOS:000647173800008 (7) - scopus: 2-s2.0-85103312670 (8)

11573/1623000 - 2021 - Football: Discovering elapsing-time bias in the science of success
Galli, L.; Galvan, G.; Levato, T.; Liti, C.; Piccialli, V.; Sciandrone, M. - 01a Articolo in rivista
paper: CHAOS, SOLITONS AND FRACTALS (Oxford, United Kingdom: Elsevier Science Limited) pp. - - issn: 0960-0779 - wos: WOS:000703654900011 (1) - scopus: 2-s2.0-85114379033 (1)

11573/1627670 - 2021 - A parameter-free unconstrained reformulation for nonsmooth problems with convex constraints
Galvan, G.; Sciandrone, M.; Lucidi, S. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 33-53 - issn: 0926-6003 - wos: WOS:000668433200001 (4) - scopus: 2-s2.0-85111930644 (4)

11573/1625411 - 2021 - A Two-Level Decomposition Framework Exploiting First and Second Order Information for SVM Training Problems
Galvan, G; Lapucci, M; Lin, Cj; Sciandrone, M - 01a Articolo in rivista
paper: JOURNAL OF MACHINE LEARNING RESEARCH (BROOKLINE, USA:MICROTOME PUBL. Cambridge, MA : MIT Press, 2001-) pp. 1-38 - issn: 1532-4435 - wos: WOS:000628529500023 (1) - scopus: 2-s2.0-85105859040 (3)

11573/1625413 - 2021 - Convergent Inexact Penalty Decomposition Methods for Cardinality-Constrained Problems
Lapucci, M.; Levato, T.; Sciandrone, M. - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Plenum Press:Book Customer Service, 233 Spring Street:New York, NY 10013:(212)620-8471, (212)620-8000, EMAIL: info@plenum.com, INTERNET: http://www.plenum.com, Fax: (212)807-1047) pp. 473-496 - issn: 0022-3239 - wos: WOS:000598708900001 (4) - scopus: 2-s2.0-85100829637 (6)

11573/1478977 - 2020 - A concave optimization-based approach for sparse multiobjective programming
Cocchi, G.; Levato, T.; Liuzzi, G.; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION LETTERS (Springer Berlin Heidelberg) pp. 535-556 - issn: 1862-4472 - wos: WOS:000519164900003 (2) - scopus: 2-s2.0-85081719197 (2)

11573/1407851 - 2020 - On the convergence of steepest descent methods for multiobjective optimization
Cocchi, G.; Liuzzi, G.; Lucidi, S.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. - - issn: 0926-6003 - wos: WOS:000531503600001 (9) - scopus: 2-s2.0-85085124646 (10)

11573/1625461 - 2020 - A unified convergence framework for nonmonotone inexact decomposition methods
Galli, L.; Galligari, A.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 113-144 - issn: 0926-6003 - wos: WOS:000511695500005 (1) - scopus: 2-s2.0-85074774000 (2)

11573/1625420 - 2020 - An Alternating Augmented Lagrangian method for constrained nonconvex optimization
Galvan, G.; Lapucci, M.; Levato, T.; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 502-520 - issn: 1055-6788 - wos: WOS:000532662700004 (3) - scopus: 2-s2.0-85061249645 (3)

11573/1243680 - 2019 - Correction: Biomarkers of erosive arthritis in systemic lupus erythematosus: Application of machine learning models (PLoS ONE (2018) 13: 12 (e0207926) DOI: 10.1371/journal.pone.0207926)
Ceccarelli, Fulvia; Sciandrone, Marco; Perricone, Carlo; Galvan, Giulio; Cipriano, Enrica; Galligari, Alessandro; Levato, Tommaso; Colasanti, Tania; Massaro, Laura; Natalucci, Francesco; Spinelli, Francesca Romana; Alessandri, Cristiano; Valesini, Guido; Conti, Fabrizio - 01b Commento, Erratum, Replica e simili
paper: PLOS ONE (San Francisco, CA : Public Library of Science) pp. e0211791- - issn: 1932-6203 - wos: WOS:000457155600093 (2) - scopus: 2-s2.0-85060782348 (1)

11573/1625446 - 2019 - A computational study of path-based methods for optimal traffic assignment with both inelastic and elastic demand
Galligari, A.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTERS & OPERATIONS RESEARCH (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. 158-166 - issn: 0305-0548 - wos: WOS:000456757000012 (8) - scopus: 2-s2.0-85056446837 (9)

11573/1625467 - 2018 - Machine learning methods for short-term bid forecasting in the renewable energy market: A case study in Italy
Cocchi, G.; Galli, L.; Galvan, G.; Sciandrone, M.; Cantu, M.; Tomaselli, G. - 01a Articolo in rivista
paper: WIND ENERGY (John Wiley & Sons Limited:1 Oldlands Way, Bognor Regis, P022 9SA United Kingdom:011 44 1243 779777, EMAIL: cs-journals@wiley.co.uk, INTERNET: http://www.wiley.co.uk, Fax: 011 44 1243 843232) pp. 357-371 - issn: 1095-4244 - wos: WOS:000430134000005 (17) - scopus: 2-s2.0-85045511907 (19)

11573/1623077 - 2018 - Scheduling the Italian national Volleyball tournament
Cocchi, G.; Galligari, A.; Nicolino, F. P.; Piccialli, V.; Schoen, F.; Sciandrone, M. - 01a Articolo in rivista
paper: INTERFACES (INFORMS:901 Elkridge Landing Road, Suite 400:Linthicum, MD 21090:(800)446-3676, (410)850-0300, EMAIL: informs@informs.org, INTERNET: http://www.informs.org, http://pubsonline.informs.org, Fax: (410)684-2963) pp. 271-284 - issn: 0092-2102 - wos: WOS:000441527000008 (11) - scopus: (0)

11573/1433994 - 2018 - An implicit filtering algorithm for derivative-free multiobjective optimization with box constraints
Cocchi, G.; Liuzzi, G.; Papini, A.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 267-296 - issn: 0926-6003 - wos: WOS:000426295000001 (18) - scopus: 2-s2.0-85031928285 (18)

11573/1625473 - 2018 - A nonmonotone trust-region method for generalized Nash equilibrium and related problems with strong convergence properties
Galli, L.; Kanzow, C.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 629-652 - issn: 0926-6003 - wos: WOS:000426928100003 (3) - scopus: 2-s2.0-85032698112 (3)

11573/1625731 - 2018 - A convergent and fast path equilibration algorithm for the traffic assignment problem
Galligari, A.; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 354-371 - issn: 1055-6788 - wos: WOS:000423572000008 (15) - scopus: 2-s2.0-85020514406 (15)

11573/1623084 - 2018 - Nonlinear optimization and support vector machines
Piccialli, V.; Sciandrone, M. - 01a Articolo in rivista
paper: 4OR (Berlin; Heidelberg: Springer.) pp. 111-149 - issn: 1619-4500 - wos: WOS:000433191600001 (18) - scopus: 2-s2.0-85047239185 (23)

11573/1623089 - 2017 - An optimization-based method for feature ranking in nonlinear regression problems
Bravi, L.; Piccialli, V.; Sciandrone, M. - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (Piscataway, NJ : Institute of Electrical and Electronics Engineeers) pp. 1005-1010 - issn: 2162-237X - wos: WOS:000396381300019 (8) - scopus: 2-s2.0-84957657881 (13)

11573/945864 - 2017 - Prediction of chronic damage in systemic lupus erythematosus by using machine-learning models
Ceccarelli, Fulvia; Sciandrone, Marco; Perricone, Carlo; Galvan, G; Morelli, F; Vicente, Ln; Leccese, Ilaria; Massaro, Laura; Cipriano, Enrica; Spinelli, Francesca Romana; Alessandri, Cristiano; Valesini, Guido; Conti, Fabrizio - 01a Articolo in rivista
paper: PLOS ONE (San Francisco, CA : Public Library of Science) pp. - - issn: 1932-6203 - wos: WOS:000399094700068 (23) - scopus: 2-s2.0-85016024005 (35)

11573/1625733 - 2016 - A cubic regularization algorithm for unconstrained optimization using line search and nonmonotone techniques
Bianconcini, T.; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 1008-1035 - issn: 1055-6788 - wos: WOS:000382576500008 (13) - scopus: 2-s2.0-84961207150 (14)

11573/1625735 - 2016 - Intracranial pressure wave morphological classification: automated analysis and clinical validation
Nucci, C. G.; De Bonis, P.; Mangiola, A.; Santini, P.; Sciandrone, M.; Risi, A.; Anile, C. - 01a Articolo in rivista
paper: ACTA NEUROCHIRURGICA (Wien; New York: Springer-Verlag) pp. 581-588 - issn: 0001-6268 - wos: WOS:000370074500031 (38) - scopus: 2-s2.0-84958107258 (44)

11573/1433998 - 2015 - On the use of iterative methods in cubic regularization for unconstrained optimization
Bianconcini, T.; Liuzzi, G.; Morini, B.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 35-57 - issn: 0926-6003 - wos: WOS:000347724700002 (29) - scopus: 2-s2.0-84921701625 (30)

11573/1625737 - 2015 - A convergent and efficient decomposition method for the traffic assignment problem
Di Lorenzo, D.; Galligari, A.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 151-170 - issn: 0926-6003 - wos: WOS:000347724700007 (11) - scopus: 2-s2.0-84921699669 (12)

11573/1625739 - 2014 - A convergent inexact solution method for equilibrium problems
Di Lorenzo, D.; Passacantando, M.; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 979-991 - issn: 1055-6788 - wos: WOS:000341009900007 (13) - scopus: 2-s2.0-84904241714 (14)

11573/1625743 - 2013 - An incremental least squares algorithm for large scale linear classification
Cassioli, A.; Chiavaioli, A.; Manes, C.; Sciandrone, M. - 01a Articolo in rivista
paper: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 560-565 - issn: 0377-2217 - wos: WOS:000311260300013 (11) - scopus: 2-s2.0-84868202908 (12)

11573/1625741 - 2013 - On the convergence of inexact block coordinate descent methods for constrained optimization
Cassioli, A.; Di Lorenzo, D.; Sciandrone, M. - 01a Articolo in rivista
paper: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 274-281 - issn: 0377-2217 - wos: WOS:000322851300004 (18) - scopus: 2-s2.0-84880571845 (18)

11573/1625745 - 2012 - Machine learning for global optimization
Cassioli, A.; Di Lorenzo, D.; Locatelli, M.; Schoen, F.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 279-303 - issn: 0926-6003 - wos: WOS:000298854000012 (36) - scopus: 2-s2.0-84861815684 (37)

11573/1434029 - 2012 - A concave optimization-based approach for sparse portfolio selection
Di Lorenzo, D.; Liuzzi, G.; Rinaldi, F.; Schoen, F.; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 983-1000 - issn: 1055-6788 - wos: WOS:000306841500004 (18) - scopus: 2-s2.0-84864207648 (22)

11573/485272 - 2012 - A convergent hybrid decomposition algorithm model using second order information for SVM training
Lucidi, Stefano; Palagi, Laura; Risi, A.; Sciandrone, M. - 02a Capitolo o Articolo
book: Recent Advances in Nonlinear Optimization and Equilibrium Problems: A Tribute to Marco D'Apuzzo - (9788854856875)

11573/221671 - 2011 - Decomposition Algorithms for Generalized Potential Games
Facchinei, Francisco; Piccialli, Veronica; Sciandrone, Marco - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 237-262 - issn: 0926-6003 - wos: WOS:000295574600004 (77) - scopus: 2-s2.0-80054886775 (89)

11573/379287 - 2011 - Metodi di ottimizzazione non vincolata
Grippo, Luigi; Sciandrone, Marco - 03c Manuale Didattico
paper: UNITEXT (Milano: Springer) pp. - - issn: 2038-5714 - wos: (0) - scopus: (0)
book: Metodi di ottimizzazione non vincolata - (9788847017931; 9788847017948)

11573/1625749 - 2010 - Real-time epileptic seizure prediction using AR models and support vector machines
Chisci, L.; Mavino, A.; Perferi, G.; Sciandrone, M.; Anile, C.; Colicchio, G.; Fuggetta, F. - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1124-1132 - issn: 0018-9294 - wos: WOS:000276814200015 (163) - scopus: 2-s2.0-77951267316 (211)

11573/832 - 2010 - Nonmonotone globalization of the finite-difference Newton-GMRES method for nonlinear equations
Grippo, Luigi; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 971-999 - issn: 1055-6788 - wos: WOS:000280772200008 (2) - scopus: 2-s2.0-77955568494 (3)

11573/18071 - 2010 - Sequential penalty derivative-free methods for nonlinear constrained optimization
Liuzzi, Giampaolo; Lucidi, Stefano; Sciandrone, Marco - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 2614-2635 - issn: 1052-6234 - wos: WOS:000280992000022 (49) - scopus: 2-s2.0-77956070698 (52)

11573/1625747 - 2010 - Concave programming for minimizing the zero-norm over polyhedral sets
Rinaldi, F.; Schoen, F.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 467-486 - issn: 0926-6003 - wos: WOS:000278736100005 (51) - scopus: 2-s2.0-77954953575 (55)

11573/1625751 - 2010 - Feature selection combining linear support vector machines and concave optimization
Rinaldi, F.; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 117-128 - issn: 1055-6788 - wos: WOS:000277654000012 (10) - scopus: 2-s2.0-77949543342 (11)

11573/1625755 - 2009 - A convergent decomposition method for box-constrained optimization problems
Cassioli, A.; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION LETTERS (Springer Berlin Heidelberg) pp. 397-409 - issn: 1862-4472 - wos: WOS:000266585800009 (5) - scopus: 2-s2.0-67650436074 (5)

11573/1625753 - 2009 - A patient adaptable ECG beat classifier based on neural networks
De Gaetano, A.; Panunzi, S.; Rinaldi, F.; Risi, A.; Sciandrone, M. - 01a Articolo in rivista
paper: APPLIED MATHEMATICS AND COMPUTATION (New York: Elsevier [etc.]) pp. 243-249 - issn: 0096-3003 - wos: WOS:000266075400026 (24) - scopus: 2-s2.0-67349180560 (38)

11573/44431 - 2009 - Decomposition Algorithm Model for Singly Linearly-Constrained Problems Subject to Lower and Upper Bounds
Lin, C. J.; Lucidi, Stefano; Palagi, Laura; Risi, Arnaldo; Sciandrone, M. - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Plenum Press:Book Customer Service, 233 Spring Street:New York, NY 10013:(212)620-8471, (212)620-8000, EMAIL: info@plenum.com, INTERNET: http://www.plenum.com, Fax: (212)807-1047) pp. 107-126 - issn: 0022-3239 - wos: WOS:000264325700007 (31) - scopus: 2-s2.0-62949178474 (35)

11573/44387 - 2009 - A Convergent Hybrid Decomposition Algorithm Model for SVM Training
Lucidi, Stefano; Palagi, Laura; Risi, Arnaldo; Sciandrone, M. - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON NEURAL NETWORKS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1055-1060 - issn: 1045-9227 - wos: WOS:000266723200015 (17) - scopus: 2-s2.0-67649311801 (21)

11573/809 - 2007 - Nonmonotone derivative-free methods for nonlinear equations
Grippo, Luigi; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 297-328 - issn: 0926-6003 - wos: WOS:000247735500002 (33) - scopus: 2-s2.0-34547250036 (35)

11573/361513 - 2007 - A convergent decomposition algorithm for support vector machines
Lucidi, Stefano; Palagi, Laura; Risi, Arnaldo; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 217-234 - issn: 0926-6003 - wos: WOS:000250132500003 (23) - scopus: 2-s2.0-35348918845 (26)
conference: Conference on Mathematical Methods for Learning (MML-2004) (Como, ITALY)

11573/1625759 - 2006 - A truncated nonmonotone Gauss-Newton method for large-scale nonlinear least-squares problems
Fasano, G.; Lampariello, F.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 343-358 - issn: 0926-6003 - wos: WOS:000238740700003 (34) - scopus: 2-s2.0-33745726168 (35)

11573/1625757 - 2006 - Higher-order method for the solution of a nonlinear scalar equation
Germani, A.; Manes, C.; Palumbo, P.; Sciandrone, M. - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Plenum Press:Book Customer Service, 233 Spring Street:New York, NY 10013:(212)620-8471, (212)620-8000, EMAIL: info@plenum.com, INTERNET: http://www.plenum.com, Fax: (212)807-1047) pp. 347-364 - issn: 0022-3239 - wos: WOS:000242829600003 (7) - scopus: 2-s2.0-33845603513 (10)

11573/16467 - 2006 - A derivative-free algorithm for linearly constrained finite minimax problems
Liuzzi, Giampaolo; Lucidi, Stefano; Sciandrone, M. - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 1054-1075 - issn: 1052-6234 - wos: WOS:000237146200007 (33) - scopus: 2-s2.0-33750913136 (33)

11573/219175 - 2005 - Nonmonotone globalization of inexact difference/ Newton-iterative methods for nonlinear equations
Grippo, Luigi; Sciandrone, M. - 13a Altro ministeriale

11573/361455 - 2005 - An algorithm model for mixed variable programming
Lucidi, Stefano; Piccialli, Veronica; Sciandrone, M. - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 1057-1084 - issn: 1052-6234 - wos: WOS:000231357600007 (27) - scopus: 2-s2.0-27844510417 (32)

11573/44384 - 2005 - On the convergence of a modified version of SVMlight algorithm
Palagi, Laura; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 311-328 - issn: 1055-6788 - wos: WOS:000226534100010 (28) - scopus: 2-s2.0-12444281083 (40)
conference: Workshop on Mathematical Diagnostics (Erice, ITALY)

11573/165327 - 2003 - Metodi di ottimizzazione per le reti neurali
Grippo, Luigi; Sciandrone, M. - 02a Capitolo o Articolo
book: Modelli e algoritmi per l'ottimizzazione di sistemi complessi - (9788837114565)

11573/1625761 - 2003 - Use of the minimum-norm search direction in a nonmonotone version of the Gauss-Newton method
Lampariello, F.; Sciandrone, M. - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Plenum Press:Book Customer Service, 233 Spring Street:New York, NY 10013:(212)620-8471, (212)620-8000, EMAIL: info@plenum.com, INTERNET: http://www.plenum.com, Fax: (212)807-1047) pp. 65-82 - issn: 0022-3239 - wos: WOS:000186759400005 (6) - scopus: 2-s2.0-0344081241 (6)

11573/808 - 2002 - Nonmonotone globalization techniques for the Barzilai-Borwein gradient method
Grippo, Luigi; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 143-169 - issn: 0926-6003 - wos: WOS:000178468900001 (89) - scopus: 2-s2.0-0036853835 (98)

11573/16176 - 2002 - Objective-derivative-free methods for constrained optimization
Lucidi, Stefano; M., Sciandrone; P., Seng - 01a Articolo in rivista
paper: MATHEMATICAL PROGRAMMING (Springer Verlag Germany:Tiergartenstrasse 17, D 69121 Heidelberg Germany:011 49 6221 3450, EMAIL: g.braun@springer.de, INTERNET: http://www.springer.de, Fax: 011 49 6221 345229) pp. 37-59 - issn: 0025-5610 - wos: WOS:000174872700002 (49) - scopus: 2-s2.0-0242598302 (45)

11573/16173 - 2002 - A derivative-free algorithm for bound constrained optimization
Lucidi, Stefano; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 119-142 - issn: 0926-6003 - wos: WOS:000173207800001 (57) - scopus: 2-s2.0-0036471915 (65)

11573/16174 - 2002 - On the Global Convergence of Derivative Free Methods for Unconstrained Optimization
Lucidi, Stefano; Sciandrone, M. - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 97-116 - issn: 1052-6234 - wos: WOS:000178000800006 (53) - scopus: 2-s2.0-0037289078 (65)

11573/965 - 2001 - Convergent decomposition techniques for training RBF neural networks
Buzzi, C.; Grippo, Luigi; Sciandrone, M. - 01a Articolo in rivista
paper: NEURAL COMPUTATION (Berkeley Electronic Press:805 Camelia Street, Second Floor:Berkeley, CA 94710:(510)559-1500, EMAIL: info@bepress.com, INTERNET: http://www.bepress.com, Fax: (510)559-1550) pp. 1891-1920 - issn: 0899-7667 - wos: WOS:000169752400010 (11) - scopus: 2-s2.0-0035434383 (18)

11573/1625763 - 2001 - Global convergence technique for the Newton method with periodic Hessian evaluation
Lampariello, F.; Sciandrone, M. - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Plenum Press:Book Customer Service, 233 Spring Street:New York, NY 10013:(212)620-8471, (212)620-8000, EMAIL: info@plenum.com, INTERNET: http://www.plenum.com, Fax: (212)807-1047) pp. 341-358 - issn: 0022-3239 - wos: WOS:000172241900006 (6) - scopus: 2-s2.0-0039002168 (8)

11573/1625765 - 2001 - Efficient training of RBF neural networks for pattern recognition
Lampariello, F.; Sciandrone, M. - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON NEURAL NETWORKS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1235-1242 - issn: 1045-9227 - wos: WOS:000171123100026 (34) - scopus: 2-s2.0-0035441330 (44)

11573/964 - 2000 - On the convergence of the block nonlinear Gauss-Seidel method under convex constraints
Grippo, Luigi; Sciandrone, M. - 01a Articolo in rivista
paper: OPERATIONS RESEARCH LETTERS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 127-136 - issn: 0167-6377 - wos: WOS:000086129000005 (452) - scopus: 2-s2.0-0033904057 (488)

11573/1625767 - 2000 - Compact low field magnetic resonance imaging magnet: Design and optimization
Sciandrone, M.; Placidi, G.; Testa, L.; Sotgiu, A. - 01a Articolo in rivista
paper: REVIEW OF SCIENTIFIC INSTRUMENTS (American Institute of Physics:2 Huntington Quadrangle, Suite 1NO1:Melville, NY 11747:(800)344-6902, (631)576-2287, EMAIL: subs@aip.org, INTERNET: http://www.aip.org, Fax: (516)349-9704) pp. 1534-1538 - issn: 0034-6748 - wos: WOS:000085688600048 (7) - scopus: 2-s2.0-0008429580 (10)

11573/963 - 1999 - Globally convergent block-coordinate techniques for unconstrained optimization
Grippo, Luigi; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 587-637 - issn: 1055-6788 - wos: WOS:000080199100001 (83) - scopus: 2-s2.0-0032665409 (88)

11573/149325 - 1996 - Numerical results for unconstrained optimization without derivatives
Sciandrone, M.; Lucidi, Stefano - 02a Capitolo o Articolo
conference: 21st Workshop on Nonlinear Optimization and Applications (ERICE, ITALY)
book: Nonlinear Optimization and Applications - (9780306453168)

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